So homeowners whose roofs face west may decide it just doesn’t make economic sense to go solar. Only 9% of 110,000 residential solar arrays in California look toward the Pacific Ocean, according to a new study by Opower, an Arlington, Virginia, company that analyzes consumer energy use for utilities.

There’s just one problem: South-facing panels produce power at the wrong time of day. Electricity production peaks around noon when no one is typically at home and demand is low. As the sun moves lower in the sky, the amount of electricity generated by south-facing solar panels plummet after 3 p.m. and flat-lines in the late afternoon when people arrive home and crank up big-screen televisions and other appliances.

Panels facing the setting sun, on the other hand, continue to generate electricity until late in the afternoon, just when demand peaks. That means putting more solar panels on western roofs could eliminate the need for carbon-spewing fossil fuel "peaker" plants that are fired up to meet spikes in electricity demand.

"A region with 25,000 solar rooftops, especially if strategically oriented, could send as much late-afternoon power back to the grid as a 50 megawatt natural gas peaker plant," Barry Fischer and Ben Harack, the study’s authors, wrote in an email. "While it’s not possible to state the ‘optimal’ percentage of solar installations that should be west-facing, we do have good reason to believe that a substantially higher percentage is warranted."

"Taken together, west-facing solar homes could function as important assets in helping to manage peak demand on the grid," they added.

That fact could make tens of thousands of additional rooftops attractive locations for solar panels if utilities and regulators provide incentives to make up for homeowners’ overall lower overall electricity production. Even people with existing south-facing solar panels might consider adding installing more panels if part of their roof faces west.

Some states are already moving to make such solar installations more lucrative for homeowners. In September, California regulators approved a credit of up to $500 for residents who install west-facing solar panels. And an Arizona utility pays $30 a month to customers who buy such solar systems.